It depends on the racks and the straps. Usually the racks won't make much noise when something is strapped down to them, but the straps themselves can vibrate horribly at higher speeds. If that's the cause of your noise, try twisting the straps before you cinch them down. This is one of those cases where doing it perfectly is not what you want to do.
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